Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-17 0.186519 0.205695 0.226849 0.252076 0.281553 0.315168 0.356785
2025-08-24 0.151660 0.176530 0.206268 0.245071 0.295332 0.359674 0.450789
2025-08-31 0.132323 0.159832 0.194638 0.243158 0.311226 0.407050 0.559890
2025-09-07 0.119772 0.148829 0.187246 0.243731 0.328463 0.458188 0.689685
2025-09-14 0.107130 0.135751 0.174776 0.234396 0.328394 0.481967 0.782466
2025-09-21 0.097530 0.125601 0.164872 0.226854 0.328921 0.505764 0.883471
2025-09-28 0.090877 0.118820 0.158870 0.224100 0.336218 0.542448 1.026262
2025-10-05 0.089129 0.118785 0.162629 0.237018 0.372429 0.643140 1.373233
2025-10-12 0.086639 0.117358 0.163993 0.246005 0.403229 0.743251 1.800451
2025-10-19 0.083848 0.115185 0.163876 0.252282 0.429996 0.844275 2.336457
2025-10-26 0.081212 0.113005 0.163471 0.257876 0.456493 0.955575 3.065281
2025-11-02 0.077565 0.108946 0.159545 0.256336 0.467171 1.029349 3.755986
2025-11-09 0.072197 0.101945 0.150341 0.244109 0.452528 1.028319 4.075885
2025-11-16 0.068108 0.096810 0.144028 0.237005 0.449084 1.062803 4.729000
2025-11-23 0.065213 0.093443 0.140523 0.235098 0.457935 1.142560 5.985627
2025-11-30 0.062942 0.090956 0.138355 0.235625 0.473068 1.253541 8.076135
2025-12-07 0.059505 0.086328 0.132018 0.226727 0.461848 1.260686 9.081659
2025-12-14 0.056569 0.082403 0.126716 0.219536 0.454094 1.279803 10.484185
2025-12-21 0.054473 0.079798 0.123664 0.216908 0.458555 1.354259 13.630788
2025-12-28 0.054454 0.080736 0.127218 0.229226 0.508801 1.677168 30.637902
2026-01-04 0.053919 0.080738 0.128996 0.237786 0.550768 2.011778 81.014487
2026-01-11 0.053094 0.080175 0.129632 0.243762 0.586605 2.363324 322.440695
2026-01-18 0.052231 0.079494 0.129977 0.249085 0.622205 2.775065 10876.483792